




"""simple docstring"""


from __future__ import annotations



def 			lowercase_ (					__UpperCAmelCase							,						__UpperCAmelCase							,						__UpperCAmelCase							,						__UpperCAmelCase )		->							None:
      if (direction == 1 and array[indexa] > array[indexa]) or (
          direction == 0 and array[indexa] < array[indexa]
      ):
            lowerCAmelCase__     :					Optional[int]       =			array[indexa], array[indexa]



def 			lowercase_ (					__UpperCAmelCase							,						__UpperCAmelCase							,						__UpperCAmelCase							,						__UpperCAmelCase )		->							None:
      if length > 1:
            lowerCAmelCase__     :					Optional[int]       =			int(length / 2 )
            for i in range(__UpperCAmelCase							,						low + middle ):
                  comp_and_swap(__UpperCAmelCase							,						__UpperCAmelCase							,						i + middle							,						__UpperCAmelCase )
            bitonic_merge(__UpperCAmelCase							,						__UpperCAmelCase							,						__UpperCAmelCase							,						__UpperCAmelCase )
            bitonic_merge(__UpperCAmelCase							,						low + middle							,						__UpperCAmelCase							,						__UpperCAmelCase )



def 			lowercase_ (					__UpperCAmelCase							,						__UpperCAmelCase							,						__UpperCAmelCase							,						__UpperCAmelCase )		->							None:
      if length > 1:
            lowerCAmelCase__     :					Optional[int]       =			int(length / 2 )
            bitonic_sort(__UpperCAmelCase							,						__UpperCAmelCase							,						__UpperCAmelCase							,						1 )
            bitonic_sort(__UpperCAmelCase							,						low + middle							,						__UpperCAmelCase							,						0 )
            bitonic_merge(__UpperCAmelCase							,						__UpperCAmelCase							,						__UpperCAmelCase							,						__UpperCAmelCase )


if __name__ == "__main__":
  _A						=     input("""Enter numbers separated by a comma:\n""").strip()
  _A						=     [int(item.strip()) for item in user_input.split(""",""")]

  bitonic_sort(unsorted, 0, len(unsorted), 1)
  print("""\nSorted array in ascending order is: """, end="""""")
  print(*unsorted, sep=""", """)

  bitonic_merge(unsorted, 0, len(unsorted), 0)
  print("""Sorted array in descending order is: """, end="""""")
  print(*unsorted, sep=""", """)







from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowerCamelCase_    :			Any    =	logging.get_logger(__name__)

lowerCamelCase_    :			Dict    =	{
    """facebook/dpr-ctx_encoder-single-nq-base""": (
        """https://huggingface.co/facebook/dpr-ctx_encoder-single-nq-base/resolve/main/config.json"""
    ),
    """facebook/dpr-question_encoder-single-nq-base""": (
        """https://huggingface.co/facebook/dpr-question_encoder-single-nq-base/resolve/main/config.json"""
    ),
    """facebook/dpr-reader-single-nq-base""": (
        """https://huggingface.co/facebook/dpr-reader-single-nq-base/resolve/main/config.json"""
    ),
    """facebook/dpr-ctx_encoder-multiset-base""": (
        """https://huggingface.co/facebook/dpr-ctx_encoder-multiset-base/resolve/main/config.json"""
    ),
    """facebook/dpr-question_encoder-multiset-base""": (
        """https://huggingface.co/facebook/dpr-question_encoder-multiset-base/resolve/main/config.json"""
    ),
    """facebook/dpr-reader-multiset-base""": (
        """https://huggingface.co/facebook/dpr-reader-multiset-base/resolve/main/config.json"""
    ),
}

class 							_UpperCamelCase					(       _A	):






			'''simple docstring'''

			__UpperCamelCase   :    Any          =			"""dpr"""

			def __init__(							self			:							str    ,						snake_case_			:							Any=3_0522    ,						snake_case_			:							List[str]=768    ,						snake_case_			:							List[str]=12    ,						snake_case_			:							Union[str, Any]=12    ,						snake_case_			:							Tuple=3072    ,						snake_case_			:							Any="gelu"    ,						snake_case_			:							Optional[Any]=0.1    ,						snake_case_			:							str=0.1    ,						snake_case_			:							Dict=512    ,						snake_case_			:							int=2    ,						snake_case_			:							Union[str, Any]=0.02    ,						snake_case_			:							str=1e-12    ,						snake_case_			:							List[str]=0    ,						snake_case_			:							Any="absolute"    ,						snake_case_			:							int = 0    ,						**snake_case_			:							int    ,						):
							super().__init__(pad_token_id=snake_case_    ,						**snake_case_   )

							UpperCamelCase_:				str						=    vocab_size
							UpperCamelCase_:				Optional[int]						=    hidden_size
							UpperCamelCase_:				int						=    num_hidden_layers
							UpperCamelCase_:				Any						=    num_attention_heads
							UpperCamelCase_:				int						=    hidden_act
							UpperCamelCase_:				Optional[Any]						=    intermediate_size
							UpperCamelCase_:				Tuple						=    hidden_dropout_prob
							UpperCamelCase_:				Tuple						=    attention_probs_dropout_prob
							UpperCamelCase_:				str						=    max_position_embeddings
							UpperCamelCase_:				Any						=    type_vocab_size
							UpperCamelCase_:				Tuple						=    initializer_range
							UpperCamelCase_:				List[Any]						=    layer_norm_eps
							UpperCamelCase_:				Tuple						=    projection_dim
							UpperCamelCase_:				Dict						=    position_embedding_type






